[Training] Unifying Preprocess + Postprocessing logic for Train/Oneshot#1212
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[Training] Unifying Preprocess + Postprocessing logic for Train/Oneshot#1212
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February 28, 2025 10:25
Signed-off-by: George Ohashi <george@neuralmagic.com>
…nto processing Signed-off-by: George Ohashi <george@neuralmagic.com>
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…ot (#1212) Order of reviews: #1206 #1207 #1209 #1212 <-- Here #1214 SUMMARY: * Move the preprocessing and postprocessing logic out of `src/llmcompressor/transformers/finetune/text_generation.py` and into `src/llmcompressor/entrypoints/utils.py` TEST PLAN: Pass tests Signed-off-by: Brian Dellabetta <bdellabe@redhat.com>
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Order of reviews: #1206 #1207 #1209 #1212 #1214 <-- Here SUMMARY: * Refactor Training pipeline * Remove initialize, finalize from the session functions * Add training information on entrypoints/readme.md on the different types of training that can be carried out on llm-compressor * Decouple training from text_generation.py::main. The new logic loves in llmcompressor/entrypoints/train.py that takes the flow of pre-process, carry out training logic and then post-process * Delete outdated info on transformers/finetune/readme.md * Update session_mixin.py to use session().initialize or session().finalize. * Deprecate train.py in text_generation.py, raising deprecation message if used. * Update tests to use llmcompressor's train, not llmcompressor.transformers' train TEST PLAN: * Pass tests --------- Co-authored-by: Dipika Sikka <dipikasikka1@gmail.com>
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Order of reviews:
#1206
#1207
#1209
#1212 <-- Here
#1214
SUMMARY:
src/llmcompressor/transformers/finetune/text_generation.pyand intosrc/llmcompressor/entrypoints/utils.pyTEST PLAN:
Pass tests